/// <summary> /// Parses the parameter from a RawProto. /// </summary> /// <param name="rp">Specifies the RawProto to parse.</param> /// <returns>A new instance of the parameter is returned.</returns> public static new NonMaximumSuppressionParameter FromProto(RawProto rp) { NonMaximumSuppressionParameter p = new NonMaximumSuppressionParameter(false); string strVal; RawProto rpOption = rp.FindChild("option"); if (rpOption != null) { ((OptionalParameter)p).Copy(OptionalParameter.FromProto(rpOption)); } if ((strVal = rp.FindValue("nms_threshold")) != null) { p.nms_threshold = float.Parse(strVal); } if ((strVal = rp.FindValue("top_k")) != null) { p.top_k = int.Parse(strVal); } if ((strVal = rp.FindValue("eta")) != null) { p.eta = float.Parse(strVal); } return(p); }
/** @copydoc LayerParameterBase::Copy */ public override void Copy(LayerParameterBase src) { MultiBoxLossParameter p = src as MultiBoxLossParameter; m_locLossType = p.loc_loss_type; m_confLossType = p.conf_loss_type; m_fLocWeight = p.loc_weight; m_nNumClasses = p.num_classes; m_bShareLocation = p.share_location; m_matchType = p.match_type; m_fOverlapThreshold = p.overlap_threshold; m_nBackgroundLabelId = p.background_label_id; m_bUseDifficultGt = p.use_difficult_gt; m_bDoNegMining = p.do_neg_mining; m_fNegPosRatio = p.neg_pos_ratio; m_fNegOverlap = p.neg_overlap; m_codeType = p.code_type; m_bEncodeVarianceInTarget = p.encode_variance_in_target; m_bMapObjectToAgnostic = p.map_object_to_agnostic; m_bIgnoreCrossBoundaryBbox = p.ignore_cross_boundary_bbox; m_bBpInside = p.bp_inside; m_miningType = p.mining_type; m_nmsParam = p.nms_param.Clone(); m_nSampleSize = p.sample_size; m_bUsePriorForNms = p.use_prior_for_nms; m_bUsePriorForMatching = p.use_prior_for_matching; }
/// <summary> /// Copy the object. /// </summary> /// <param name="src">The copy is placed in this parameter.</param> public override void Copy(OptionalParameter src) { base.Copy(src); if (src is NonMaximumSuppressionParameter) { NonMaximumSuppressionParameter p = (NonMaximumSuppressionParameter)src; m_fNmsThreshold = p.nms_threshold; m_nTopK = p.top_k; m_fEta = p.eta; } }
/// <summary> /// Copy on parameter to another. /// </summary> /// <param name="src">Specifies the parameter to copy.</param> public override void Copy(LayerParameterBase src) { DetectionOutputParameter p = (DetectionOutputParameter)src; m_nNumClasses = p.m_nNumClasses; m_bShareLocation = p.m_bShareLocation; m_nBackgroundLabelId = p.m_nBackgroundLabelId; m_nmsParam = p.m_nmsParam.Clone(); m_saveOutputParam = p.save_output_param.Clone() as SaveOutputParameter; m_codeType = p.m_codeType; m_bVarianceEncodedInTarget = p.m_bVarianceEncodedInTarget; m_nKeepTopK = p.m_nKeepTopK; m_fConfidenceThreshold = p.m_fConfidenceThreshold; m_bVisualize = p.m_bVisualize; m_fVisualizeThreshold = p.m_fVisualizeThreshold; m_strSaveFile = p.m_strSaveFile; }
/// <summary> /// Parses the parameter from a RawProto. /// </summary> /// <param name="rp">Specifies the RawProto to parse.</param> /// <returns>A new instance of the parameter is returned.</returns> public static NonMaximumSuppressionParameter FromProto(RawProto rp) { NonMaximumSuppressionParameter p = new NonMaximumSuppressionParameter(); string strVal; if ((strVal = rp.FindValue("nms_threshold")) != null) { p.nms_threshold = float.Parse(strVal); } if ((strVal = rp.FindValue("top_k")) != null) { p.top_k = int.Parse(strVal); } if ((strVal = rp.FindValue("eta")) != null) { p.eta = float.Parse(strVal); } return(p); }
/// <summary> /// Parses the parameter from a RawProto. /// </summary> /// <param name="rp">Specifies the RawProto to parse.</param> /// <returns>A new instance of the parameter is returned.</returns> public static MultiBoxLossParameter FromProto(RawProto rp) { MultiBoxLossParameter p = new MultiBoxLossParameter(); string strVal; if ((strVal = rp.FindValue("loc_loss_type")) != null) { p.loc_loss_type = LocLossTypeFromString(strVal); } if ((strVal = rp.FindValue("conf_loss_type")) != null) { p.conf_loss_type = ConfLossTypeFromString(strVal); } if ((strVal = rp.FindValue("loc_weight")) != null) { p.loc_weight = float.Parse(strVal); } if ((strVal = rp.FindValue("num_classes")) != null) { p.num_classes = uint.Parse(strVal); } if ((strVal = rp.FindValue("share_location")) != null) { p.share_location = bool.Parse(strVal); } if ((strVal = rp.FindValue("match_type")) != null) { p.match_type = MatchTypeFromString(strVal); } if ((strVal = rp.FindValue("overlap_threshold")) != null) { p.overlap_threshold = float.Parse(strVal); } if ((strVal = rp.FindValue("background_label_id")) != null) { p.background_label_id = uint.Parse(strVal); } if ((strVal = rp.FindValue("use_difficult_gt")) != null) { p.use_difficult_gt = bool.Parse(strVal); } if ((strVal = rp.FindValue("do_neg_mining")) != null) { p.do_neg_mining = bool.Parse(strVal); } if ((strVal = rp.FindValue("neg_pos_ratio")) != null) { p.neg_pos_ratio = float.Parse(strVal); } if ((strVal = rp.FindValue("neg_overlap")) != null) { p.neg_overlap = float.Parse(strVal); } if ((strVal = rp.FindValue("code_type")) != null) { p.code_type = PriorBoxParameter.CodeTypeFromString(strVal); } if ((strVal = rp.FindValue("encode_variance_in_target")) != null) { p.encode_variance_in_target = bool.Parse(strVal); } if ((strVal = rp.FindValue("map_object_to_agnostic")) != null) { p.map_object_to_agnostic = bool.Parse(strVal); } if ((strVal = rp.FindValue("ignore_corss_boundary_bbox")) != null) { p.ignore_cross_boundary_bbox = bool.Parse(strVal); } if ((strVal = rp.FindValue("bp_inside")) != null) { p.bp_inside = bool.Parse(strVal); } if ((strVal = rp.FindValue("mining_type")) != null) { p.mining_type = MiningTypeFromString(strVal); } RawProto rpNms = rp.FindChild("nms_param"); if (rpNms != null) { p.nms_param = NonMaximumSuppressionParameter.FromProto(rpNms); } if ((strVal = rp.FindValue("sample_size")) != null) { p.sample_size = int.Parse(strVal); } if ((strVal = rp.FindValue("use_prior_for_nms")) != null) { p.use_prior_for_nms = bool.Parse(strVal); } return(p); }
/// <summary> /// Copy the object. /// </summary> /// <param name="src">The copy is placed in this parameter.</param> public void Copy(NonMaximumSuppressionParameter src) { m_fNmsThreshold = src.nms_threshold; m_nTopK = src.top_k; m_fEta = src.eta; }
/// <summary> /// Parses the parameter from a RawProto. /// </summary> /// <param name="rp">Specifies the RawProto to parse.</param> /// <returns>A new instance of the parameter is returned.</returns> public static DetectionOutputParameter FromProto(RawProto rp) { DetectionOutputParameter p = new DetectionOutputParameter(); string strVal; if ((strVal = rp.FindValue("num_classes")) != null) { p.num_classes = uint.Parse(strVal); } if ((strVal = rp.FindValue("share_location")) != null) { p.share_location = bool.Parse(strVal); } if ((strVal = rp.FindValue("background_label_id")) != null) { p.background_label_id = int.Parse(strVal); } RawProto rpNms = rp.FindChild("nms_param"); if (rpNms != null) { p.nms_param = NonMaximumSuppressionParameter.FromProto(rpNms); } RawProto rpSave = rp.FindChild("save_output_param"); if (rpSave != null) { p.save_output_param = SaveOutputParameter.FromProto(rpSave); } if ((strVal = rp.FindValue("code_type")) != null) { if (strVal == PriorBoxParameter.CodeType.CENTER_SIZE.ToString()) { p.code_type = PriorBoxParameter.CodeType.CENTER_SIZE; } else if (strVal == PriorBoxParameter.CodeType.CORNER.ToString()) { p.code_type = PriorBoxParameter.CodeType.CORNER; } else if (strVal == PriorBoxParameter.CodeType.CORNER_SIZE.ToString()) { p.code_type = PriorBoxParameter.CodeType.CORNER_SIZE; } else { throw new Exception("Unknown PriorBoxParameter.CodeType '" + strVal + "'!"); } } if ((strVal = rp.FindValue("variance_encoded_in_target")) != null) { p.variance_encoded_in_target = bool.Parse(strVal); } if ((strVal = rp.FindValue("keep_top_k")) != null) { p.keep_top_k = int.Parse(strVal); } if ((strVal = rp.FindValue("confidence_threshold")) != null) { p.confidence_threshold = ParseFloat(strVal); } if ((strVal = rp.FindValue("visualize")) != null) { p.visualize = bool.Parse(strVal); } if ((strVal = rp.FindValue("visualize_threshold")) != null) { p.visualize_threshold = ParseFloat(strVal); } if ((strVal = rp.FindValue("save_file")) != null) { p.save_file = strVal; } return(p); }